{"id":"W4224324843","doi":"10.1503/cmaj.1095996","title":"Stomach bug or COVID?","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Stomach; Public health; Computer science; Computer security; Virology; Pathology; Infectious disease (medical specialty); Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606513,0.0005485592,0.0007176272,0.0009228583,0.003316881,0.002719597,0.0006471413,0.004704785,0.03618659],"category_scores_gemma":[0.01032871,0.0003085104,0.0005712138,0.0006430372,0.002862802,0.004270549,0.001848569,0.006257623,0.009730474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243285,"about_ca_system_score_gemma":0.002901474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03724951,"about_ca_topic_score_gemma":0.05288005,"domain_scores_codex":[0.998741,0.0002602268,0.00009389749,0.0001544788,0.0003234448,0.0004269549],"domain_scores_gemma":[0.9976963,0.0003429782,0.0002779292,0.0001259278,0.0006495362,0.0009072603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000202626,0.00008991218,0.01316487,0.0003738407,0.00004636332,0.005539052,0.001901218,0.00001848038,0.0003310997,0.009607349,0.8820106,0.08671464],"study_design_scores_gemma":[0.0000860724,0.0001898576,0.01628434,0.003212663,0.00007537643,0.02810822,0.01272603,0.00006875365,0.0003315734,0.01397761,0.9248518,0.00008768403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01581154,0.05975925,0.001037696,0.7946819,0.02636489,0.0000911075,0.001229455,0.0003861178,0.1006381],"genre_scores_gemma":[0.1079542,0.05277423,0.001606422,0.7210862,0.0180542,0.00007148866,0.001105814,0.0002984674,0.09704903],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03724951,"threshold_uncertainty_score":0.1210563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790698933369229,"score_gpt":0.406353940109242,"score_spread":0.3684469507755497,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}